Edition of Tuesday, October 6, 2026

Falcon-Emirati: When an LLM Learns the Dialect, the Culture, and the Nuance

Quoting Felix Rieseberg

The "old" version of Cowork runs model inference in the cloud, executing tool calls in an Anthropic-provided VM we shipped to your computer. We added the VM for capability, safety, and security reasons - mapping in just the data you explicitly added to your…

AI usage surges 6X for local search, fragmenting the digital ecosystem by SOCi

Local search behavior now straddles multiple platforms, with consumers traversing a 'verification loop' to find actionable information.

6 Guidelines for Governing AI

For the first 10 years of my career, I worked in product management and data analytics by myself. I wrote database queries that pulled numbers out of corporate systems, built statistical models to predict what customers would buy, and shipped data pipelines…

Building advertising for the way people use AI

OpenAI introduces a new visual ad format in ChatGPT and expands measurement tools, attribution partnerships, and brand suitability for advertisers.

Attempts to Keep Humans in the AI Loop May Actually Push Them Out

A crucial safeguard against AI agents going rogue —keeping humans in the loop to review and approve their decisions—will fail unless designers and users change their current practices, a trio of leading AI ethics researchers argue. Though most autonomous…